If you are used to walking in sandals, I really don't think you will have a problem on the tour. I did it in March, and wore sneakers just to be careful, but if I did it again I wouldn't hesitate to wear sandals (especially Tevas with the rear strap around the heel).
It's a great tour, you'll have a wonderful time!